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Information Extraction

3209 directly classified papers

Papers per year

Papers

A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites EMNLP 2024
General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024
OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024
De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024
Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning EMNLP 2024
Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs EMNLP 2024
A Survey on Open Information Extraction from Rule-based Model to Large Language Model EMNLP 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024
QueryNER: Segmentation of E-commerce Queries COLING 2024
YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation COLING 2024
SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024
C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024
Fine-tuning Language Models for Triple Extraction with Data Augmentation ACL 2024
Bonafide at LegalLens 2024 Shared Task: Using Lightweight DeBERTa Based Encoder For Legal Violation Detection and Resolution EMNLP 2024
Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents EMNLP 2023
FakeKG: A Knowledge Graph of Fake Claims for Improving Automated Fact-Checking (Student Abstract) AAAI 2023
DFEE: Interactive DataFlow Execution and Evaluation Kit AAAI 2023
KnowGL: Knowledge Generation and Linking from Text AAAI 2023
Selecting Key Views for Zero-Shot Entity Linking EMNLP 2023
VARCO-MT: NCSOFT’s WMT’23 Terminology Shared Task Submission EMNLP 2023
A Hybrid of Rule-based and Transformer-based Approaches for Relation Extraction in Biodiversity Literature EMNLP 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023